Overview
Brought to you by YData
Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 53794 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.5 MiB |
| Average record size in memory | 88.0 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 1 |
carat is highly overall correlated with price and 3 other fields | High correlation |
price is highly overall correlated with carat and 3 other fields | High correlation |
x is highly overall correlated with carat and 3 other fields | High correlation |
y is highly overall correlated with carat and 3 other fields | High correlation |
z is highly overall correlated with carat and 3 other fields | High correlation |
color has 6755 (12.6%) zeros | Zeros |
clarity has 740 (1.4%) zeros | Zeros |
Reproduction
| Analysis started | 2025-12-25 14:19:23.507089 |
|---|---|
| Analysis finished | 2025-12-25 14:19:32.716315 |
| Duration | 9.21 seconds |
| Software version | ydata-profiling v4.16.1 |
| Download configuration | config.json |
Variables
carat
Real number (ℝ)
High correlation 
| Distinct | 273 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.79778005 |
| Minimum | 0.2 |
|---|---|
| Maximum | 5.01 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 840.5 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 0.4 |
| median | 0.7 |
| Q3 | 1.04 |
| 95-th percentile | 1.7 |
| Maximum | 5.01 |
| Range | 4.81 |
| Interquartile range (IQR) | 0.64 |
Descriptive statistics
| Standard deviation | 0.47339024 |
|---|---|
| Coefficient of variation (CV) | 0.5933844 |
| Kurtosis | 1.2471577 |
| Mean | 0.79778005 |
| Median Absolute Deviation (MAD) | 0.32 |
| Skewness | 1.1136511 |
| Sum | 42915.78 |
| Variance | 0.22409832 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3 | 2596 | 4.8% |
| 1.01 | 2240 | 4.2% |
| 0.31 | 2238 | 4.2% |
| 0.7 | 1981 | 3.7% |
| 0.32 | 1827 | 3.4% |
| 1 | 1548 | 2.9% |
| 0.9 | 1484 | 2.8% |
| 0.41 | 1378 | 2.6% |
| 0.71 | 1292 | 2.4% |
| 0.4 | 1291 | 2.4% |
| Other values (263) | 35919 |
| Value | Count | Frequency (%) |
| 0.2 | 12 | < 0.1% |
| 0.21 | 9 | < 0.1% |
| 0.22 | 5 | < 0.1% |
| 0.23 | 293 | |
| 0.24 | 254 | |
| 0.25 | 212 | |
| 0.26 | 253 | |
| 0.27 | 233 | |
| 0.28 | 198 | |
| 0.29 | 130 |
| Value | Count | Frequency (%) |
| 5.01 | 1 | |
| 4.5 | 1 | |
| 4.13 | 1 | |
| 4.01 | 2 | |
| 4 | 1 | |
| 3.67 | 1 | |
| 3.65 | 1 | |
| 3.51 | 1 | |
| 3.5 | 1 | |
| 3.4 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 3 |
| 3rd row | 1 |
| 4th row | 3 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 21488 | |
| 3 | 13748 | |
| 4 | 12069 | |
| 1 | 4891 | 9.1% |
| 0 | 1598 | 3.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 21488 | |
| 3 | 13748 | |
| 4 | 12069 | |
| 1 | 4891 | 9.1% |
| 0 | 1598 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 21488 | |
| 3 | 13748 | |
| 4 | 12069 | |
| 1 | 4891 | 9.1% |
| 0 | 1598 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 53794 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 21488 | |
| 3 | 13748 | |
| 4 | 12069 | |
| 1 | 4891 | 9.1% |
| 0 | 1598 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 53794 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 21488 | |
| 3 | 13748 | |
| 4 | 12069 | |
| 1 | 4891 | 9.1% |
| 0 | 1598 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 53794 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 21488 | |
| 3 | 13748 | |
| 4 | 12069 | |
| 1 | 4891 | 9.1% |
| 0 | 1598 | 3.0% |
color
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5939138 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 6755 |
| Zeros (%) | 12.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 840.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7011165 |
|---|---|
| Coefficient of variation (CV) | 0.65581074 |
| Kurtosis | -0.86640993 |
| Mean | 2.5939138 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.19000596 |
| Sum | 139537 |
| Variance | 2.8937975 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 11262 | |
| 1 | 9776 | |
| 2 | 9520 | |
| 4 | 8272 | |
| 0 | 6755 | |
| 5 | 5407 | |
| 6 | 2802 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 6755 | |
| 1 | 9776 | |
| 2 | 9520 | |
| 3 | 11262 | |
| 4 | 8272 | |
| 5 | 5407 | |
| 6 | 2802 | 5.2% |
| Value | Count | Frequency (%) |
| 6 | 2802 | 5.2% |
| 5 | 5407 | |
| 4 | 8272 | |
| 3 | 11262 | |
| 2 | 9520 | |
| 1 | 9776 | |
| 0 | 6755 |
clarity
Real number (ℝ)
Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.8357624 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 740 |
| Zeros (%) | 1.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 840.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7248716 |
|---|---|
| Coefficient of variation (CV) | 0.44968155 |
| Kurtosis | -0.82131591 |
| Mean | 3.8357624 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.17416379 |
| Sum | 206341 |
| Variance | 2.9751819 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 13032 | |
| 5 | 12229 | |
| 3 | 9150 | |
| 4 | 8156 | |
| 7 | 5056 | 9.4% |
| 6 | 3647 | 6.8% |
| 1 | 1784 | 3.3% |
| 0 | 740 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 740 | 1.4% |
| 1 | 1784 | 3.3% |
| 2 | 13032 | |
| 3 | 9150 | |
| 4 | 8156 | |
| 5 | 12229 | |
| 6 | 3647 | 6.8% |
| 7 | 5056 | 9.4% |
| Value | Count | Frequency (%) |
| 7 | 5056 | 9.4% |
| 6 | 3647 | 6.8% |
| 5 | 12229 | |
| 4 | 8156 | |
| 3 | 9150 | |
| 2 | 13032 | |
| 1 | 1784 | 3.3% |
| 0 | 740 | 1.4% |
depth
Real number (ℝ)
| Distinct | 184 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.74808 |
| Minimum | 43 |
|---|---|
| Maximum | 79 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 840.5 KiB |
Quantile statistics
| Minimum | 43 |
|---|---|
| 5-th percentile | 59.3 |
| Q1 | 61 |
| median | 61.8 |
| Q3 | 62.5 |
| 95-th percentile | 63.8 |
| Maximum | 79 |
| Range | 36 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 1.4299091 |
|---|---|
| Coefficient of variation (CV) | 0.023157143 |
| Kurtosis | 5.4129891 |
| Mean | 61.74808 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | -0.11425026 |
| Sum | 3321676.2 |
| Variance | 2.0446401 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 62 | 2233 | 4.2% |
| 61.9 | 2160 | 4.0% |
| 61.8 | 2069 | 3.8% |
| 62.2 | 2033 | 3.8% |
| 62.1 | 2011 | 3.7% |
| 61.6 | 1950 | 3.6% |
| 62.3 | 1931 | 3.6% |
| 61.7 | 1899 | 3.5% |
| 62.4 | 1787 | 3.3% |
| 61.5 | 1717 | 3.2% |
| Other values (174) | 34004 |
| Value | Count | Frequency (%) |
| 43 | 2 | |
| 44 | 1 | |
| 50.8 | 1 | |
| 51 | 1 | |
| 52.2 | 1 | |
| 52.3 | 1 | |
| 52.7 | 1 | |
| 53 | 1 | |
| 53.1 | 1 | |
| 53.2 | 2 |
| Value | Count | Frequency (%) |
| 79 | 1 | |
| 78.2 | 1 | |
| 73.6 | 1 | |
| 72.9 | 1 | |
| 72.2 | 1 | |
| 71.8 | 1 | |
| 71.6 | 2 | |
| 71.3 | 1 | |
| 71.2 | 1 | |
| 71 | 1 |
table
Real number (ℝ)
| Distinct | 127 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.458109 |
| Minimum | 43 |
|---|---|
| Maximum | 95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 840.5 KiB |
Quantile statistics
| Minimum | 43 |
|---|---|
| 5-th percentile | 54 |
| Q1 | 56 |
| median | 57 |
| Q3 | 59 |
| 95-th percentile | 61 |
| Maximum | 95 |
| Range | 52 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.2336791 |
|---|---|
| Coefficient of variation (CV) | 0.038874915 |
| Kurtosis | 2.7753598 |
| Mean | 57.458109 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.79222729 |
| Sum | 3090901.5 |
| Variance | 4.9893222 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56 | 9851 | |
| 57 | 9695 | |
| 58 | 8352 | |
| 59 | 6562 | |
| 55 | 6242 | |
| 60 | 4232 | |
| 54 | 2583 | 4.8% |
| 61 | 2277 | 4.2% |
| 62 | 1267 | 2.4% |
| 63 | 587 | 1.1% |
| Other values (117) | 2146 | 4.0% |
| Value | Count | Frequency (%) |
| 43 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 49 | 2 | < 0.1% |
| 50 | 2 | < 0.1% |
| 50.1 | 1 | < 0.1% |
| 51 | 9 | < 0.1% |
| 51.6 | 1 | < 0.1% |
| 52 | 56 | |
| 52.4 | 1 | < 0.1% |
| 52.8 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 95 | 1 | < 0.1% |
| 79 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| 73 | 3 | < 0.1% |
| 71 | 1 | < 0.1% |
| 70 | 9 | < 0.1% |
| 69 | 9 | < 0.1% |
| 68 | 21 | < 0.1% |
| 67 | 42 | |
| 66 | 91 |
price
Real number (ℝ)
High correlation 
| Distinct | 11602 |
|---|---|
| Distinct (%) | 21.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3933.0651 |
| Minimum | 326 |
|---|---|
| Maximum | 18823 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 840.5 KiB |
Quantile statistics
| Minimum | 326 |
|---|---|
| 5-th percentile | 544 |
| Q1 | 951 |
| median | 2401 |
| Q3 | 5326.75 |
| 95-th percentile | 13100.05 |
| Maximum | 18823 |
| Range | 18497 |
| Interquartile range (IQR) | 4375.75 |
Descriptive statistics
| Standard deviation | 3988.1145 |
|---|---|
| Coefficient of variation (CV) | 1.0139966 |
| Kurtosis | 2.1784531 |
| Mean | 3933.0651 |
| Median Absolute Deviation (MAD) | 1670 |
| Skewness | 1.6182399 |
| Sum | 2.115753 × 108 |
| Variance | 15905057 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 605 | 132 | 0.2% |
| 802 | 126 | 0.2% |
| 625 | 125 | 0.2% |
| 776 | 124 | 0.2% |
| 828 | 124 | 0.2% |
| 698 | 121 | 0.2% |
| 544 | 120 | 0.2% |
| 789 | 120 | 0.2% |
| 552 | 113 | 0.2% |
| 666 | 112 | 0.2% |
| Other values (11592) | 52577 |
| Value | Count | Frequency (%) |
| 326 | 2 | |
| 327 | 1 | |
| 334 | 1 | |
| 335 | 1 | |
| 336 | 2 | |
| 337 | 2 | |
| 338 | 1 | |
| 339 | 1 | |
| 340 | 1 | |
| 342 | 1 |
| Value | Count | Frequency (%) |
| 18823 | 1 | |
| 18818 | 1 | |
| 18806 | 1 | |
| 18804 | 1 | |
| 18803 | 1 | |
| 18797 | 1 | |
| 18795 | 2 | |
| 18791 | 2 | |
| 18788 | 1 | |
| 18787 | 1 |
x
Real number (ℝ)
High correlation 
| Distinct | 554 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7312144 |
| Minimum | 0 |
|---|---|
| Maximum | 10.74 |
| Zeros | 7 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 840.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.29 |
| Q1 | 4.71 |
| median | 5.7 |
| Q3 | 6.54 |
| 95-th percentile | 7.66 |
| Maximum | 10.74 |
| Range | 10.74 |
| Interquartile range (IQR) | 1.83 |
Descriptive statistics
| Standard deviation | 1.1206947 |
|---|---|
| Coefficient of variation (CV) | 0.19554228 |
| Kurtosis | -0.62906812 |
| Mean | 5.7312144 |
| Median Absolute Deviation (MAD) | 0.92 |
| Skewness | 0.37962391 |
| Sum | 308304.95 |
| Variance | 1.2559567 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.37 | 444 | 0.8% |
| 4.34 | 436 | 0.8% |
| 4.33 | 428 | 0.8% |
| 4.38 | 426 | 0.8% |
| 4.32 | 422 | 0.8% |
| 4.35 | 406 | 0.8% |
| 4.39 | 387 | 0.7% |
| 4.31 | 384 | 0.7% |
| 4.36 | 384 | 0.7% |
| 4.4 | 368 | 0.7% |
| Other values (544) | 49709 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 3.73 | 2 | < 0.1% |
| 3.74 | 1 | < 0.1% |
| 3.76 | 1 | < 0.1% |
| 3.77 | 1 | < 0.1% |
| 3.79 | 2 | < 0.1% |
| 3.81 | 3 | |
| 3.82 | 2 | < 0.1% |
| 3.83 | 3 | |
| 3.84 | 4 |
| Value | Count | Frequency (%) |
| 10.74 | 1 | |
| 10.23 | 1 | |
| 10.14 | 1 | |
| 10.02 | 1 | |
| 10.01 | 1 | |
| 10 | 1 | |
| 9.86 | 1 | |
| 9.66 | 1 | |
| 9.65 | 1 | |
| 9.54 | 1 |
y
Real number (ℝ)
High correlation 
| Distinct | 552 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7346533 |
| Minimum | 0 |
|---|---|
| Maximum | 58.9 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 840.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.3 |
| Q1 | 4.72 |
| median | 5.71 |
| Q3 | 6.54 |
| 95-th percentile | 7.64 |
| Maximum | 58.9 |
| Range | 58.9 |
| Interquartile range (IQR) | 1.82 |
Descriptive statistics
| Standard deviation | 1.1412092 |
|---|---|
| Coefficient of variation (CV) | 0.1990023 |
| Kurtosis | 91.752305 |
| Mean | 5.7346533 |
| Median Absolute Deviation (MAD) | 0.92 |
| Skewness | 2.445768 |
| Sum | 308489.94 |
| Variance | 1.3023584 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.34 | 436 | 0.8% |
| 4.37 | 432 | 0.8% |
| 4.35 | 424 | 0.8% |
| 4.33 | 420 | 0.8% |
| 4.32 | 411 | 0.8% |
| 4.39 | 406 | 0.8% |
| 4.38 | 404 | 0.8% |
| 4.31 | 384 | 0.7% |
| 4.41 | 383 | 0.7% |
| 4.4 | 381 | 0.7% |
| Other values (542) | 49713 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 3.68 | 1 | < 0.1% |
| 3.71 | 2 | < 0.1% |
| 3.72 | 1 | < 0.1% |
| 3.73 | 1 | < 0.1% |
| 3.75 | 1 | < 0.1% |
| 3.77 | 2 | < 0.1% |
| 3.78 | 5 | |
| 3.8 | 1 | < 0.1% |
| 3.81 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 58.9 | 1 | |
| 31.8 | 1 | |
| 10.54 | 1 | |
| 10.16 | 1 | |
| 10.1 | 1 | |
| 9.94 | 2 | |
| 9.85 | 1 | |
| 9.81 | 1 | |
| 9.63 | 1 | |
| 9.59 | 1 |
z
Real number (ℝ)
High correlation 
| Distinct | 375 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5387136 |
| Minimum | 0 |
|---|---|
| Maximum | 31.8 |
| Zeros | 19 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 840.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.65 |
| Q1 | 2.91 |
| median | 3.53 |
| Q3 | 4.03 |
| 95-th percentile | 4.73 |
| Maximum | 31.8 |
| Range | 31.8 |
| Interquartile range (IQR) | 1.12 |
Descriptive statistics
| Standard deviation | 0.70503748 |
|---|---|
| Coefficient of variation (CV) | 0.19923553 |
| Kurtosis | 47.383974 |
| Mean | 3.5387136 |
| Median Absolute Deviation (MAD) | 0.57 |
| Skewness | 1.5290234 |
| Sum | 190361.56 |
| Variance | 0.49707785 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.7 | 761 | 1.4% |
| 2.69 | 745 | 1.4% |
| 2.71 | 733 | 1.4% |
| 2.68 | 730 | 1.4% |
| 2.72 | 691 | 1.3% |
| 2.67 | 647 | 1.2% |
| 2.73 | 605 | 1.1% |
| 2.66 | 553 | 1.0% |
| 2.74 | 545 | 1.0% |
| 4.02 | 538 | 1.0% |
| Other values (365) | 47246 |
| Value | Count | Frequency (%) |
| 0 | 19 | |
| 1.07 | 1 | < 0.1% |
| 1.41 | 1 | < 0.1% |
| 1.53 | 1 | < 0.1% |
| 2.06 | 1 | < 0.1% |
| 2.24 | 1 | < 0.1% |
| 2.25 | 1 | < 0.1% |
| 2.26 | 1 | < 0.1% |
| 2.27 | 1 | < 0.1% |
| 2.28 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 31.8 | 1 | |
| 8.06 | 1 | |
| 6.98 | 1 | |
| 6.72 | 1 | |
| 6.43 | 1 | |
| 6.38 | 1 | |
| 6.31 | 1 | |
| 6.27 | 1 | |
| 6.24 | 1 | |
| 6.17 | 1 |
Interactions
Correlations
| carat | clarity | color | cut | depth | price | table | x | y | z | |
|---|---|---|---|---|---|---|---|---|---|---|
| carat | 1.000 | -0.216 | 0.249 | 0.115 | 0.030 | 0.963 | 0.194 | 0.996 | 0.996 | 0.993 |
| clarity | -0.216 | 1.000 | -0.023 | 0.142 | -0.052 | -0.116 | -0.085 | -0.214 | -0.212 | -0.217 |
| color | 0.249 | -0.023 | 1.000 | 0.036 | 0.049 | 0.150 | 0.028 | 0.245 | 0.245 | 0.251 |
| cut | 0.115 | 0.142 | 0.036 | 1.000 | 0.405 | 0.093 | 0.290 | 0.148 | 0.107 | 0.096 |
| depth | 0.030 | -0.052 | 0.049 | 0.405 | 1.000 | 0.010 | -0.245 | -0.023 | -0.025 | 0.104 |
| price | 0.963 | -0.116 | 0.150 | 0.093 | 0.010 | 1.000 | 0.171 | 0.963 | 0.963 | 0.957 |
| table | 0.194 | -0.085 | 0.028 | 0.290 | -0.245 | 0.171 | 1.000 | 0.201 | 0.195 | 0.159 |
| x | 0.996 | -0.214 | 0.245 | 0.148 | -0.023 | 0.963 | 0.201 | 1.000 | 0.998 | 0.987 |
| y | 0.996 | -0.212 | 0.245 | 0.107 | -0.025 | 0.963 | 0.195 | 0.998 | 1.000 | 0.987 |
| z | 0.993 | -0.217 | 0.251 | 0.096 | 0.104 | 0.957 | 0.159 | 0.987 | 0.987 | 1.000 |
Missing values
Sample
| carat | cut | color | clarity | depth | table | price | x | y | z | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.23 | 2 | 1 | 3 | 61.5 | 55.0 | 326 | 3.95 | 3.98 | 2.43 |
| 1 | 0.21 | 3 | 1 | 2 | 59.8 | 61.0 | 326 | 3.89 | 3.84 | 2.31 |
| 2 | 0.23 | 1 | 1 | 4 | 56.9 | 65.0 | 327 | 4.05 | 4.07 | 2.31 |
| 3 | 0.29 | 3 | 5 | 5 | 62.4 | 58.0 | 334 | 4.20 | 4.23 | 2.63 |
| 4 | 0.31 | 1 | 6 | 3 | 63.3 | 58.0 | 335 | 4.34 | 4.35 | 2.75 |
| 5 | 0.24 | 4 | 6 | 7 | 62.8 | 57.0 | 336 | 3.94 | 3.96 | 2.48 |
| 6 | 0.24 | 4 | 5 | 6 | 62.3 | 57.0 | 336 | 3.95 | 3.98 | 2.47 |
| 7 | 0.26 | 4 | 4 | 2 | 61.9 | 55.0 | 337 | 4.07 | 4.11 | 2.53 |
| 8 | 0.22 | 0 | 1 | 5 | 65.1 | 61.0 | 337 | 3.87 | 3.78 | 2.49 |
| 9 | 0.23 | 4 | 4 | 4 | 59.4 | 61.0 | 338 | 4.00 | 4.05 | 2.39 |
| carat | cut | color | clarity | depth | table | price | x | y | z | |
|---|---|---|---|---|---|---|---|---|---|---|
| 53930 | 0.71 | 3 | 1 | 2 | 60.5 | 55.0 | 2756 | 5.79 | 5.74 | 3.49 |
| 53931 | 0.71 | 3 | 2 | 2 | 59.8 | 62.0 | 2756 | 5.74 | 5.73 | 3.43 |
| 53932 | 0.70 | 4 | 1 | 5 | 60.5 | 59.0 | 2757 | 5.71 | 5.76 | 3.47 |
| 53933 | 0.70 | 4 | 1 | 5 | 61.2 | 59.0 | 2757 | 5.69 | 5.72 | 3.49 |
| 53934 | 0.72 | 3 | 0 | 2 | 62.7 | 59.0 | 2757 | 5.69 | 5.73 | 3.58 |
| 53935 | 0.72 | 2 | 0 | 2 | 60.8 | 57.0 | 2757 | 5.75 | 5.76 | 3.50 |
| 53936 | 0.72 | 1 | 0 | 2 | 63.1 | 55.0 | 2757 | 5.69 | 5.75 | 3.61 |
| 53937 | 0.70 | 4 | 0 | 2 | 62.8 | 60.0 | 2757 | 5.66 | 5.68 | 3.56 |
| 53938 | 0.86 | 3 | 4 | 3 | 61.0 | 58.0 | 2757 | 6.15 | 6.12 | 3.74 |
| 53939 | 0.75 | 2 | 0 | 3 | 62.2 | 55.0 | 2757 | 5.83 | 5.87 | 3.64 |